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Segment Reporting and Revenue
12 Months Ended
Dec. 31, 2019
Segment Reporting [Abstract]  
Segment Reporting and Revenue Segment Reporting and Revenue

In operation of the business, our management, including our chief operating decision maker, who is also our Chief Executive Officer, evaluates the performance of our operating segments based on revenue and gross profit. We do not analyze discrete segment balance sheet information related to long-term assets, all of which are located in the United States. All other financial information is presented on a consolidated basis. We have five operating segments and two reportable segments, real estate services and properties.

We generate revenue primarily from commissions and fees charged on real estate services transactions closed by our lead agents or partner agents, and from the sale of homes. Our key revenue components are brokerage revenue, partner revenue, properties revenue, and other revenue.

Information on each of the reportable and other segments and reconciliation to consolidated net loss is as follows:
 
Year Ended December 31,
 
2019
 
2018
 
2017
Real estate services
 
 
 
 
 
Brokerage revenue
$
496,480

 
$
406,293

 
$
330,372

Partner revenue
27,060

 
25,875

 
21,198

Total real estate services revenue
523,540

 
432,168

 
351,570

Cost of revenue
373,150

 
309,069

 
237,832

Gross profit
$
150,390

 
$
123,099

 
$
113,738

Properties
 
 
 
 
 
Revenue
240,507

 
44,993

 
10,491

Cost of revenue
245,189

 
46,613

 
10,384

Gross profit
$
(4,682
)
 
$
(1,620
)
 
$
107

Other
 
 
 
 
 
Revenue
17,634

 
9,882

 
7,975

Cost of revenue
19,239

 
11,937

 
10,000

Gross profit
$
(1,605
)
 
$
(2,055
)
 
$
(2,025
)
Intercompany eliminations
 
 
 
 
 
Revenue
(1,885
)
 
(123
)
 

Cost of revenue
(1,885
)
 
(123
)
 

Gross profit
$

 
$

 
$

Consolidated
 
 
 
 
 
Revenue
779,796

 
486,920

 
370,036

Cost of revenue
635,693

 
367,496

 
258,216

Gross profit
$
144,103

 
$
119,424

 
$
111,820

Operating expenses
223,349

 
163,358

 
127,792

Interest income
7,146

 
5,416

 
882

Interest expense
(8,928
)
 
(3,681
)
 

Other income, net
223

 
221

 
88

   Net loss
$
(80,805
)
 
$
(41,978
)
 
$
(15,002
)


Revenue earned but not received is recorded as accounts receivable on our consolidated balance sheets, net of an allowance for doubtful accounts. Accounts receivable consists primarily of commission revenue and proceeds from the sale of homes and are known, and therefore it is not estimated.

The following table presents the detail of accounts receivable for the periods presented:
 
Year Ended December 31,
 
2019
 
2018
Accounts receivable
$
19,388

 
$
15,529

Less: Allowance for doubtful accounts
(165
)
 
(166
)
Accounts receivable, net
$
19,223

 
$
15,363


The following table presents the activity in the allowance for doubtful accounts for the periods presented:
 
Year Ended December 31,
 
2019
 
2018
 
2017
Balance, beginning of period
$
166

 
$
160

 
$
150

Charges
(15
)
 
43

 
81

Write-offs
14

 
(37
)
 
(71
)
Balance, end of period
$
165

 
$
166

 
$
160